The air inside the apartment was thick with the scent of stale coffee and unfulfilled dreams. He felt a profound sense of disconnection from everything, as though he were watching his life from behind a sheet of glass. He went to a bookstore, hoping for an escape, any escape. He browsed the shelves, his eyes scanning the titles, but nothing really captured his attention.

He pulled a well-worn copy of “Hamlet” from the shelf. As he flipped through the pages, a small packet of dried lavender fell out, along with a letter. The paper was thick, almost velvety, and the handwriting was elegant and precise. The letter spoke of a love that had ended too soon, of regrets and what-ifs. He closed the book and held the letter, feeling a strange tug at his heart.

Emotion: listless

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.03 Negative
PC2 (Disposition): -1.07

Role in Research

This story is one of 1,000 stories generated for the emotion listless. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 listless stories, after denoising with neutral dialogue baselines, produces the listless emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the listless vector is projected through the unembedding matrix.

Promoted:
0.325
давно0.280
unremarkable0.270
lately0.266
either0.266
Suppressed:
B-0.460
P-0.331
l-0.312
C-0.292
👏-0.273